Pandas Profiling Report

Dataset statistics

Number of variables	14
Number of observations	18249
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	5.0 MiB
Average record size in memory	288.8 B

Variable types

NUM	10
CAT	4

Reproduction

Analysis started	2020-04-22 08:09:58.404988
Analysis finished	2020-04-22 08:11:30.477318
Version	pandas-profiling v2.5.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

`Date` has a high cardinality: 169 distinct values	High cardinality
`region` has a high cardinality: 54 distinct values	High cardinality
`4046` is highly correlated with `Total Volume` and 3 other fields	High Correlation
`Total Volume` is highly correlated with `4046` and 3 other fields	High Correlation
`4225` is highly correlated with `Total Volume` and 3 other fields	High Correlation
`Total Bags` is highly correlated with `Total Volume` and 4 other fields	High Correlation
`Small Bags` is highly correlated with `Total Volume` and 4 other fields	High Correlation
`Large Bags` is highly correlated with `Total Bags` and 1 other fields	High Correlation
`Date` only contains datetime values, but is categorical. Consider applying `pd.to_datetime()`	Type
`Unnamed: 0` has 432 (2.4%) zeros	Zeros
`4046` has 242 (1.3%) zeros	Zeros
`4770` has 5497 (30.1%) zeros	Zeros
`Large Bags` has 2370 (13.0%) zeros	Zeros
`XLarge Bags` has 12048 (66.0%) zeros	Zeros

Unnamed: 0
Real number (ℝ_≥0)

ZEROS

Distinct count	53
Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	24.2322319
Minimum	0
Maximum	52
Zeros	432
Zeros (%)	2.4%
Memory size	142.7 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	10
median	24
Q3	38
95-th percentile	49
Maximum	52
Range	52
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	15.48104475
Coefficient of variation (CV)	0.6388616953
Kurtosis	-1.254364272
Mean	24.2322319
Median Absolute Deviation (MAD)	13.51943131
Skewness	0.1083337271
Sum	442214
Variance	239.6627467

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 11.5 51.5 52. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
7	432	2.4%
11	432	2.4%
1	432	2.4%
2	432	2.4%
3	432	2.4%
4	432	2.4%
5	432	2.4%
6	432	2.4%
8	432	2.4%
9	432	2.4%
Other values (43)	13929	76.3%

Value	Count	Frequency (%)
0	432	2.4%
1	432	2.4%
2	432	2.4%
3	432	2.4%
4	432	2.4%

Value	Count	Frequency (%)
52	107	0.6%
51	322	1.8%
50	324	1.8%
49	324	1.8%
48	324	1.8%

Date
Categorical

HIGH CARDINALITY
TYPE DATE
UNIFORM

Distinct count	169
Unique (%)	0.9%
Missing	0
Missing (%)	0.0%
Memory size	142.7 KiB

2016-05-15	108
2016-10-23	108
2016-08-21	108
2015-03-08	108
2017-09-10	108
Other values (164)	17709

Value	Count	Frequency (%)
2016-05-15	108	0.6%
2016-10-23	108	0.6%
2016-08-21	108	0.6%
2015-03-08	108	0.6%
2017-09-10	108	0.6%
2015-03-15	108	0.6%
2015-10-04	108	0.6%
2015-10-18	108	0.6%
2018-02-25	108	0.6%
2017-10-15	108	0.6%
Other values (159)	17169	94.1%

Length

Max length	10
Mean length	10
Min length	10

Value	Count	Frequency (%)
Decimal_Number	10	90.9%
Dash_Punctuation	1	9.1%

Value	Count	Frequency (%)
Common	11	100.0%

Value	Count	Frequency (%)
ASCII	11	100.0%

AveragePrice
Real number (ℝ_≥0)

Distinct count	259
Unique (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.40597841
Minimum	0.44
Maximum	3.25
Zeros	0
Zeros (%)	0.0%
Memory size	142.7 KiB

Quantile statistics

Minimum	0.44
5-th percentile	0.83
Q1	1.1
median	1.37
Q3	1.66
95-th percentile	2.11
Maximum	3.25
Range	2.81
Interquartile range (IQR)	0.56

Descriptive statistics

Standard deviation	0.4026765555
Coefficient of variation (CV)	0.2864030861
Kurtosis	0.3251958507
Mean	1.40597841
Median Absolute Deviation (MAD)	0.3242800587
Skewness	0.5803027379
Sum	25657.7
Variance	0.1621484083

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.44 0.5 0.555 0.635 0.695 ... 2.195 2.405 2.675 2.945 3.25 ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1.15	202	1.1%
1.18	199	1.1%
1.08	194	1.1%
1.26	193	1.1%
1.13	192	1.1%
0.98	189	1.0%
1.19	188	1.0%
1.36	187	1.0%
1.59	186	1.0%
0.99	185	1.0%
Other values (249)	16334	89.5%

Value	Count	Frequency (%)
0.44	1	< 0.1%
0.46	1	< 0.1%
0.48	1	< 0.1%
0.49	2	< 0.1%
0.51	5	< 0.1%

Value	Count	Frequency (%)
3.25	1	< 0.1%
3.17	1	< 0.1%
3.12	1	< 0.1%
3.05	1	< 0.1%
3.04	1	< 0.1%

Total Volume
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	18237
Unique (%)	99.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	850644.013
Minimum	84.56
Maximum	62505646.52
Zeros	0
Zeros (%)	0.0%
Memory size	142.7 KiB

Quantile statistics

Minimum	84.56
5-th percentile	2371.862
Q1	10838.58
median	107376.76
Q3	432962.29
95-th percentile	3716315.41
Maximum	62505646.52
Range	62505561.96
Interquartile range (IQR)	422123.71

Descriptive statistics

Standard deviation	3453545.355
Coefficient of variation (CV)	4.059918488
Kurtosis	92.10445778
Mean	850644.013
Median Absolute Deviation (MAD)	1182285.184
Skewness	9.007687479
Sum	1.552340259e+10
Variance	1.192697552e+13

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[8.45600000e+01 5.22985000e+02 9.90440000e+02 4.31942500e+03 9.22224500e+03 ... 2.25763489e+07 2.83569082e+07 3.84027183e+07 4.32888209e+07 6.25056465e+07], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3713.49	2	< 0.1%
3529.44	2	< 0.1%
2038.99	2	< 0.1%
569349.05	2	< 0.1%
4103.97	2	< 0.1%
9465.99	2	< 0.1%
46602.16	2	< 0.1%
2858.31	2	< 0.1%
7223.46	2	< 0.1%
19634.24	2	< 0.1%
Other values (18227)	18229	99.9%

Value	Count	Frequency (%)
84.56	1	< 0.1%
379.82	1	< 0.1%
385.55	1	< 0.1%
419.98	1	< 0.1%
472.82	1	< 0.1%

Value	Count	Frequency (%)
62505646.52	1	< 0.1%
61034457.1	1	< 0.1%
52288697.89	1	< 0.1%
47293921.6	1	< 0.1%
46324529.7	1	< 0.1%

4046
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	17702
Unique (%)	97.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	293008.4245
Minimum	0
Maximum	22743616.17
Zeros	242
Zeros (%)	1.3%
Memory size	142.7 KiB

Quantile statistics

Minimum	0
5-th percentile	19.6
Q1	854.07
median	8645.3
Q3	111020.2
95-th percentile	1263359.678
Maximum	22743616.17
Range	22743616.17
Interquartile range (IQR)	110166.13

Descriptive statistics

Standard deviation	1264989.082
Coefficient of variation (CV)	4.317244747
Kurtosis	86.80911256
Mean	293008.4245
Median Absolute Deviation (MAD)	442392.3236
Skewness	8.648219757
Sum	5347110739
Variance	1.600197377e+12

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 5.00000000e-01 1.20500000e+00 1.31500000e+00 2.35000000e+00 ... 3.35721745e+06 4.11477125e+06 8.28877151e+06 1.47464796e+07 2.27436162e+07], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	242	1.3%
3	10	0.1%
1.24	8	< 0.1%
1	8	< 0.1%
4	8	< 0.1%
1.25	7	< 0.1%
6	7	< 0.1%
1.21	6	< 0.1%
2.54	5	< 0.1%
1.27	5	< 0.1%
Other values (17692)	17943	98.3%

Value	Count	Frequency (%)
0	242	1.3%
1	8	< 0.1%
1.13	1	< 0.1%
1.19	3	< 0.1%
1.2	1	< 0.1%

Value	Count	Frequency (%)
22743616.17	1	< 0.1%
21620180.9	1	< 0.1%
18933038.04	1	< 0.1%
17787611.93	1	< 0.1%
17076650.82	1	< 0.1%

4225
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	18103
Unique (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	295154.5684
Minimum	0
Maximum	20470572.61
Zeros	61
Zeros (%)	0.3%
Memory size	142.7 KiB

Quantile statistics

Minimum	0
5-th percentile	103.614
Q1	3008.78
median	29061.02
Q3	150206.86
95-th percentile	1303657.658
Maximum	20470572.61
Range	20470572.61
Interquartile range (IQR)	147198.08

Descriptive statistics

Standard deviation	1204120.401
Coefficient of variation (CV)	4.079626508
Kurtosis	91.94902197
Mean	295154.5684
Median Absolute Deviation (MAD)	415666.6866
Skewness	8.942465608
Sum	5386275718
Variance	1.44990594e+12

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 6.30000000e-01 6.90050000e+01 2.08185000e+02 2.70745000e+02 ... 2.96261700e+06 3.57276059e+06 9.52827016e+06 1.44096874e+07 2.04705726e+07], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	61	0.3%
215.36	3	< 0.1%
177.87	3	< 0.1%
1.3	3	< 0.1%
94.74	3	< 0.1%
1.26	3	< 0.1%
3478.97	2	< 0.1%
61.01	2	< 0.1%
65.22	2	< 0.1%
5.73	2	< 0.1%
Other values (18093)	18165	99.5%

Value	Count	Frequency (%)
0	61	0.3%
1.26	3	< 0.1%
1.28	2	< 0.1%
1.3	3	< 0.1%
1.31	1	< 0.1%

Value	Count	Frequency (%)
20470572.61	1	< 0.1%
20445501.03	1	< 0.1%
20328161.55	1	< 0.1%
18956479.74	1	< 0.1%
17896391.6	1	< 0.1%

4770
Real number (ℝ_≥0)

ZEROS

Distinct count	12071
Unique (%)	66.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	22839.73599
Minimum	0
Maximum	2546439.11
Zeros	5497
Zeros (%)	30.1%
Memory size	142.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	184.99
Q3	6243.42
95-th percentile	106156.574
Maximum	2546439.11
Range	2546439.11
Interquartile range (IQR)	6243.42

Descriptive statistics

Standard deviation	107464.0684
Coefficient of variation (CV)	4.705136192
Kurtosis	132.5634409
Mean	22839.73599
Median Absolute Deviation (MAD)	35858.8782
Skewness	10.15939563
Sum	416802342.1
Variance	1.1548526e+10

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 4.15000000e-01 1.10000000e+00 1.55500000e+00 1.66500000e+00 ... 4.29274150e+05 6.70690805e+05 1.14980665e+06 1.88819044e+06 2.54643911e+06], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	5497	30.1%
2.66	7	< 0.1%
3.32	7	< 0.1%
1.64	6	< 0.1%
10.97	6	< 0.1%
1.6	6	< 0.1%
1.59	6	< 0.1%
2.74	5	< 0.1%
1.65	5	< 0.1%
1.63	5	< 0.1%
Other values (12061)	12699	69.6%

Value	Count	Frequency (%)
0	5497	30.1%
0.83	1	< 0.1%
1	3	< 0.1%
1.01	1	< 0.1%
1.09	1	< 0.1%

Value	Count	Frequency (%)
2546439.11	1	< 0.1%
1993645.36	1	< 0.1%
1896149.5	1	< 0.1%
1880231.38	1	< 0.1%
1811090.71	1	< 0.1%

Total Bags
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	18097
Unique (%)	99.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	239639.2021
Minimum	0
Maximum	19373134.37
Zeros	15
Zeros (%)	0.1%
Memory size	142.7 KiB

Quantile statistics

Minimum	0
5-th percentile	628.89
Q1	5088.64
median	39743.83
Q3	110783.37
95-th percentile	1005478.892
Maximum	19373134.37
Range	19373134.37
Interquartile range (IQR)	105694.73

Descriptive statistics

Standard deviation	986242.3992
Coefficient of variation (CV)	4.115530309
Kurtosis	112.2721565
Mean	239639.2021
Median Absolute Deviation (MAD)	331874.7799
Skewness	9.75607167
Sum	4373175798
Variance	9.7267407e+11

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 1.54500000e+00 1.35380000e+02 9.23525000e+02 1.82781500e+03 ... 1.67650435e+06 2.42276084e+06 3.33119568e+06 1.34974075e+07 1.93731344e+07], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	15	0.1%
300	5	< 0.1%
990	5	< 0.1%
916.67	4	< 0.1%
266.67	4	< 0.1%
550	4	< 0.1%
856.67	3	< 0.1%
153.33	3	< 0.1%
196.67	3	< 0.1%
803.33	3	< 0.1%
Other values (18087)	18200	99.7%

Value	Count	Frequency (%)
0	15	0.1%
3.09	1	< 0.1%
3.11	1	< 0.1%
3.19	1	< 0.1%
3.33	1	< 0.1%

Value	Count	Frequency (%)
19373134.37	1	< 0.1%
16394524.11	1	< 0.1%
16298296.29	1	< 0.1%
15972492.07	1	< 0.1%
15804696.31	1	< 0.1%

Small Bags
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct count	17321
Unique (%)	94.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	182194.6867
Minimum	0
Maximum	13384586.8
Zeros	159
Zeros (%)	0.9%
Memory size	142.7 KiB

Quantile statistics

Minimum	0
5-th percentile	256.67
Q1	2849.42
median	26362.82
Q3	83337.67
95-th percentile	768147.228
Maximum	13384586.8
Range	13384586.8
Interquartile range (IQR)	80488.25

Descriptive statistics

Standard deviation	746178.515
Coefficient of variation (CV)	4.095500964
Kurtosis	107.0128851
Mean	182194.6867
Median Absolute Deviation (MAD)	255386.2209
Skewness	9.540659982
Sum	3324870838
Variance	5.567823762e+11

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 1.26000000e+00 4.33150000e+01 4.33700000e+01 1.23280000e+02 ... 1.46320821e+06 1.99085395e+06 2.34447192e+06 1.00721255e+07 1.33845868e+07], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	159	0.9%
203.33	11	0.1%
533.33	10	0.1%
223.33	10	0.1%
103.33	8	< 0.1%
326.67	8	< 0.1%
300	8	< 0.1%
196.67	8	< 0.1%
263.33	8	< 0.1%
123.33	8	< 0.1%
Other values (17311)	18011	98.7%

Value	Count	Frequency (%)
0	159	0.9%
2.52	1	< 0.1%
2.57	1	< 0.1%
2.73	1	< 0.1%
2.79	1	< 0.1%

Value	Count	Frequency (%)
13384586.8	1	< 0.1%
12567155.58	1	< 0.1%
12540327.19	1	< 0.1%
11712807.19	1	< 0.1%
11392828.89	1	< 0.1%

Large Bags
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct count	15082
Unique (%)	82.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	54338.08814
Minimum	0
Maximum	5719096.61
Zeros	2370
Zeros (%)	13.0%
Memory size	142.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	127.47
median	2647.71
Q3	22029.25
95-th percentile	195699.768
Maximum	5719096.61
Range	5719096.61
Interquartile range (IQR)	21901.78

Descriptive statistics

Standard deviation	243965.9645
Coefficient of variation (CV)	4.489778218
Kurtosis	117.999481
Mean	54338.08814
Median Absolute Deviation (MAD)	80189.47525
Skewness	9.796454599
Sum	991615770.6
Variance	5.951939186e+10

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 4.85000000e-01 1.31500000e+00 2.63500000e+00 2.80500000e+00 ... 4.28980800e+05 6.18057115e+05 1.25633789e+06 3.40688538e+06 5.71909661e+06], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	2370	13.0%
3.33	187	1.0%
6.67	78	0.4%
10	47	0.3%
4.44	38	0.2%
13.33	28	0.2%
16.67	18	0.1%
6.66	18	0.1%
26.67	18	0.1%
20	14	0.1%
Other values (15072)	15433	84.6%

Value	Count	Frequency (%)
0	2370	13.0%
0.97	1	< 0.1%
1.3	1	< 0.1%
1.33	1	< 0.1%
1.38	2	< 0.1%

Value	Count	Frequency (%)
5719096.61	1	< 0.1%
4324231.19	1	< 0.1%
4081397.72	1	< 0.1%
4023485.04	1	< 0.1%
3988101.74	1	< 0.1%

XLarge Bags
Real number (ℝ_≥0)

ZEROS

Distinct count	5588
Unique (%)	30.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3106.426507
Minimum	0
Maximum	551693.65
Zeros	12048
Zeros (%)	66.0%
Memory size	142.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0
Q3	132.5
95-th percentile	12058.452
Maximum	551693.65
Range	551693.65
Interquartile range (IQR)	132.5

Descriptive statistics

Standard deviation	17692.89465
Coefficient of variation (CV)	5.695578058
Kurtosis	233.6026119
Mean	3106.426507
Median Absolute Deviation (MAD)	5207.813525
Skewness	13.13975069
Sum	56689177.33
Variance	313038521.2

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[0.00000000e+00 5.00000000e-01 1.05500000e+00 3.32500000e+00 3.34000000e+00 ... 3.85374550e+04 7.21911850e+04 1.08385985e+05 3.27468620e+05 5.51693650e+05], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	12048	66.0%
3.33	29	0.2%
6.67	16	0.1%
1.11	15	0.1%
5	12	0.1%
10	9	< 0.1%
16.67	8	< 0.1%
2.22	7	< 0.1%
150	6	< 0.1%
80	6	< 0.1%
Other values (5578)	6093	33.4%

Value	Count	Frequency (%)
0	12048	66.0%
1	1	< 0.1%
1.11	15	0.1%
1.26	1	< 0.1%
1.3	1	< 0.1%

Value	Count	Frequency (%)
551693.65	1	< 0.1%
454343.65	1	< 0.1%
390478.73	1	< 0.1%
387400.22	1	< 0.1%
377661.06	1	< 0.1%

type
Categorical

Distinct count	2
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.7 KiB

conventional	9126
organic	9123

Value	Count	Frequency (%)
conventional	9126	50.0%
organic	9123	50.0%

Length

Max length	12
Mean length	9.500410981
Min length	7

Value	Count	Frequency (%)
Lowercase_Letter	11	100.0%

Value	Count	Frequency (%)
Latin	11	100.0%

Value	Count	Frequency (%)
ASCII	11	100.0%

year
Categorical

Distinct count	4
Unique (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	142.7 KiB

2017	5722
2016	5616
2015	5615
2018	1296

Value	Count	Frequency (%)
2017	5722	31.4%
2016	5616	30.8%
2015	5615	30.8%
2018	1296	7.1%

Length

Max length	4
Mean length	4
Min length	4

Value	Count	Frequency (%)
Decimal_Number	7	100.0%

Value	Count	Frequency (%)
Common	7	100.0%

Value	Count	Frequency (%)
ASCII	7	100.0%

region
Categorical

HIGH CARDINALITY
UNIFORM

Distinct count	54
Unique (%)	0.3%
Missing	0
Missing (%)	0.0%
Memory size	142.7 KiB

Seattle	338
PhoenixTucson	338
Southeast	338
LasVegas	338
Louisville	338
Other values (49)	16559

Value	Count	Frequency (%)
Seattle	338	1.9%
PhoenixTucson	338	1.9%
Southeast	338	1.9%
LasVegas	338	1.9%
Louisville	338	1.9%
Houston	338	1.9%
Northeast	338	1.9%
Detroit	338	1.9%
MiamiFtLauderdale	338	1.9%
Plains	338	1.9%
Other values (44)	14869	81.5%

Length

Max length	19
Mean length	10.29535865
Min length	4

Value	Count	Frequency (%)
Lowercase_Letter	23	51.1%
Uppercase_Letter	22	48.9%

Value	Count	Frequency (%)
Latin	45	100.0%

Value	Count	Frequency (%)
ASCII	45	100.0%

First rows

	Unnamed: 0	Date	AveragePrice	Total Volume	4046	4225	4770	Total Bags	Small Bags	Large Bags	type	year	region
0	0	2015-12-27	1.33	64236.62	1036.74	54454.85	48.16	8696.87	8603.62	93.25	conventional	2015	Albany
1	1	2015-12-20	1.35	54876.98	674.28	44638.81	58.33	9505.56	9408.07	97.49	conventional	2015	Albany
2	2	2015-12-13	0.93	118220.22	794.70	109149.67	130.50	8145.35	8042.21	103.14	conventional	2015	Albany
3	3	2015-12-06	1.08	78992.15	1132.00	71976.41	72.58	5811.16	5677.40	133.76	conventional	2015	Albany
4	4	2015-11-29	1.28	51039.60	941.48	43838.39	75.78	6183.95	5986.26	197.69	conventional	2015	Albany
5	5	2015-11-22	1.26	55979.78	1184.27	48067.99	43.61	6683.91	6556.47	127.44	conventional	2015	Albany
6	6	2015-11-15	0.99	83453.76	1368.92	73672.72	93.26	8318.86	8196.81	122.05	conventional	2015	Albany
7	7	2015-11-08	0.98	109428.33	703.75	101815.36	80.00	6829.22	6266.85	562.37	conventional	2015	Albany
8	8	2015-11-01	1.02	99811.42	1022.15	87315.57	85.34	11388.36	11104.53	283.83	conventional	2015	Albany
9	9	2015-10-25	1.07	74338.76	842.40	64757.44	113.00	8625.92	8061.47	564.45	conventional	2015	Albany

Last rows

	Unnamed: 0	Date	AveragePrice	Total Volume	4046	4225	4770	Total Bags	Small Bags	Large Bags	type	year	region
18239	2	2018-03-11	1.56	22128.42	2162.67	3194.25	8.93	16762.57	16510.32	252.25	organic	2018	WestTexNewMexico
18240	3	2018-03-04	1.54	17393.30	1832.24	1905.57	0.00	13655.49	13401.93	253.56	organic	2018	WestTexNewMexico
18241	4	2018-02-25	1.57	18421.24	1974.26	2482.65	0.00	13964.33	13698.27	266.06	organic	2018	WestTexNewMexico
18242	5	2018-02-18	1.56	17597.12	1892.05	1928.36	0.00	13776.71	13553.53	223.18	organic	2018	WestTexNewMexico
18243	6	2018-02-11	1.57	15986.17	1924.28	1368.32	0.00	12693.57	12437.35	256.22	organic	2018	WestTexNewMexico
18244	7	2018-02-04	1.63	17074.83	2046.96	1529.20	0.00	13498.67	13066.82	431.85	organic	2018	WestTexNewMexico
18245	8	2018-01-28	1.71	13888.04	1191.70	3431.50	0.00	9264.84	8940.04	324.80	organic	2018	WestTexNewMexico
18246	9	2018-01-21	1.87	13766.76	1191.92	2452.79	727.94	9394.11	9351.80	42.31	organic	2018	WestTexNewMexico
18247	10	2018-01-14	1.93	16205.22	1527.63	2981.04	727.01	10969.54	10919.54	50.00	organic	2018	WestTexNewMexico
18248	11	2018-01-07	1.62	17489.58	2894.77	2356.13	224.53	12014.15	11988.14	26.01	organic	2018	WestTexNewMexico

Overview

Variables

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Missing values

Sample

First rows

Last rows